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Applying the Monte Carlo Method to Problems of Modeling Stationary States of Quantum Systems by Means of Machine Learning 蒙特卡罗方法在量子系统定态机器学习建模中的应用
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702188
G. K. Ozerov, A. K. Pupeza, D. S. Bezrukov

An overview is presented of recent advances in applying variational, projection, and diffusion Monte Carlo methods (VMC, PMC, and DMC, respectively). The prospects for using the Monte Carlo method to calculate path integrals (PIMC) when modeling molecular systems are also considered. It is emphasized that modern machine learning effectively meets the requirements of parameterizing wave functions of the target space of solutions for a wide range of problems in quantum molecular modeling and functionals of the corresponding observables.

概述了应用变分、投影和扩散蒙特卡罗方法(分别为VMC、PMC和DMC)的最新进展。展望了用蒙特卡罗方法计算路径积分(PIMC)建模分子系统的前景。强调现代机器学习有效地满足了量子分子建模和相应可观测值泛函中广泛问题解的目标空间波函数参数化的要求。
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引用次数: 0
Optical Properties of Carbon Dots Based on Methacrylate and Ethylenediaminetetraacetic Acid 甲基丙烯酸酯和乙二胺四乙酸基碳点的光学性质
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S003602442570219X
M. O. Sergeev, M. G. Tedoradze, V. A. Kabanova, A. A. Revina, A. Yu. Tsivadze, B. Li

Abstract—The absorption and luminescence properties of carbon dots based on methacrylate and ethylenediaminetetraacetic acid are considered. The existence of several types of electromagnetic interaction sites is shown. The variation of luminescence spectra with the excitation wavelength is explained. The dependences of the luminescence on the pH, the ionic strength, and the chemical nature of the substance responsible for the required environmental conditions are considered. Strong changes in the carbon dot surface in highly acidic solutions are revealed. The effect of silver nanoparticles on the luminescence properties of carbon dots is discussed. The temporal stability of aqueous solutions of carbon dots is described.

摘要:研究了甲基丙烯酸酯和乙二胺四乙酸基碳点的吸收和发光性能。证明了几种类型的电磁相互作用位点的存在。解释了发光光谱随激发波长的变化规律。考虑了发光对pH值、离子强度和所需环境条件下物质的化学性质的依赖。在高酸性溶液中,碳点表面发生了强烈的变化。讨论了纳米银对碳点发光性能的影响。描述了碳点水溶液的时间稳定性。
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引用次数: 0
Temperature and Concentration Dependences of Viscosity of Aqueous and Buffer Solutions of L-Arginine and Nicotinic Acid l -精氨酸和烟酸的水溶液和缓冲溶液粘度的温度和浓度依赖性
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702152
E. Yu. Tyunina, G. N. Tarasova, I. N. Mezhevoi

The viscosity properties of binary systems containing the basic amino acid L-arginine (Arg) and nicotinic acid (NA) in water and buffer solution at different concentrations in the temperature range of 288.15–313.15 K were compared. The viscosity of Arg and NA solutions in a phosphate buffer (pH 7.4) was measured for the first time. The concentration dependences of viscosity of the systems obey the Jones–Dole equation for dilute solutions; the obtained values of the Bη coefficient tend to decrease with increasing temperature and reflect the cosmotropic effect of Arg and NA on the solvent. The temperature dependences of viscosity at a fixed solution composition were described using the Arrhenius equation. It was shown that the activation energies of the viscous flow ((E_{eta }^{ ne })) of the systems under study depend linearly on the solute concentration. This made it possible to determine the solvent and solute contributions to (E_{eta }^{ ne }). The Arg and NA solutions in water have lower activation energies than in the buffer. In the given range of concentrations, the (E_{eta }^{ ne }) parameter was found to be mainly determined by the structural contribution of the solvent in which the solvated solute species move.

在288.15 ~ 313.15 K的温度范围内,比较了含碱性氨基酸l -精氨酸(Arg)和烟酸(NA)二元体系在不同浓度的水和缓冲溶液中的粘度特性。首次测定了磷酸缓冲液(pH 7.4)中Arg和NA溶液的粘度。稀溶液粘度随浓度的变化服从Jones-Dole方程;所得的Bη系数随温度的升高有减小的趋势,反映了Arg和NA对溶剂的宇宙性作用。用阿伦尼乌斯方程描述了固定溶液组成下粘度的温度依赖性。结果表明,所研究体系的黏性流动活化能((E_{eta }^{ ne }))与溶质浓度呈线性关系。这使得确定溶剂和溶质对(E_{eta }^{ ne })的贡献成为可能。Arg和NA溶液在水中的活化能比在缓冲液中的活化能低。在给定的浓度范围内,发现(E_{eta }^{ ne })参数主要由溶剂的结构贡献决定,溶剂化溶质在其中移动。
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引用次数: 0
Synthesis and Properties of a Na3V2(PO4)2F3-Based Cathode Material from a Precursor Mechanoactivated with Carbon Additives 前驱体机械活化法制备Na3V2(PO4) 2f3基正极材料及其性能
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S003602442570222X
L. D. Yagudin, S. V. Chizhevskaya, A. A. Belousova, O. Yu. Grafov, A. V. Zhukov

The authors study the behavior of a mixture of NH4VO3, NH4H2PO4, and NaF in a hexane medium during short-term mechanical activation (10 min) in a Pulverisette 7 planetary mill. It is shown that mechanochemical reactions proceed intensely under these conditions to produce a highly aggregated powder containing a mixture of different sodium vanadates and ammonium phosphate vanadates. Monophasic Na3V2(PO4)2F3 forms when the powder is subjected to heat treatment. Introducing the disaggregating additive SPAN-80 prevent intensive mechanochemical reactions, thereby leading to a reduction of the content of the Na3V2(PO4)2F3 phase in the product to 75 wt %. A content of the target phase as high as 92 wt % was achieved by introducing paraffin into the reagent mixture along with SPAN-80 and subsequent heat treatment in a two-stage scheme that includes compacting the intermediate product. The optimum contents of the additive are selected, and the morphology of the products synthesized using one- and two-stage schemes are studied along with the electrochemical properties of the resulting cathode material.

作者研究了NH4VO3、NH4H2PO4和NaF的混合物在己烷介质中短期机械活化(10分钟)在powder isette 7行星磨机中的行为。结果表明,在这些条件下,机械化学反应发生强烈,产生了含有不同钒酸钠和磷酸钒酸铵混合物的高度聚集的粉末。粉末经热处理后形成单相Na3V2(PO4)2F3。引入分解添加剂SPAN-80可以防止剧烈的机械化学反应,从而使产品中Na3V2(PO4)2F3相的含量降低到75%。通过将石蜡与pan -80一起引入到试剂混合物中,然后在包括压实中间产物的两阶段方案中进行热处理,目标相的含量高达92%。选择了添加剂的最佳含量,研究了一段和两段法制备产物的形貌以及所制正极材料的电化学性能。
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引用次数: 0
Quantum Mechanics As a Radical Change in Paradigm in the History of Human Thought 量子力学:人类思想史上范式的根本变革
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702322
A. V. Lankin, G. E. Norman

We present the current state of quantum mechanics, the prospects for its development, and the strengthening of its influence on scientific and technological progress. We look at quantum mechanics from four perspectives. The first perspective astonished physicists already with the advent of quantum mechanics—it is (1) a new way of looking at the world. Over the course of a hundred years of development, quantum mechanics has acquired three more perspectives: (2) an independent field of knowledge, (3) a new physical theory, and (4) a radical change in paradigm in the history of human thought. We have named the new paradigm “neo-Copenhagen” to emphasize both its development from and its continuity with the Copenhagen interpretation. We review the problems of quantum mechanics: how experimental research progresses, how basic concepts develop, how practical applications of paradoxical ideas expand. We indicate ways to solve three Ginzburg’s “great” problems. We formulate the features of the neo-Copenhagen paradigm that have already emerged. We present a look at the future of science and technology on the three time scales.

我们介绍了量子力学的现状,它的发展前景,以及它对科技进步的影响的加强。我们从四个角度来看量子力学。随着量子力学的出现,第一种观点已经让物理学家们大吃一惊——它是一种观察世界的新方式。在百年的发展历程中,量子力学又获得了三个视角:(2)一个独立的知识领域;(3)一种新的物理理论;(4)人类思想史上范式的根本变革。我们将这种新范式命名为“新哥本哈根”,以强调它与哥本哈根诠释的发展和延续。我们回顾量子力学的问题:实验研究如何进展,基本概念如何发展,矛盾思想的实际应用如何扩展。我们指出了解决金兹堡的三个“大”问题的方法。我们阐述了已经出现的新哥本哈根范式的特征。我们将在三个时间尺度上展望科学技术的未来。
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引用次数: 0
Selective Oxidation of 5-Hydroxymethylfurfural by Ruthenium Supported on Reconstructed Magnesium-Aluminum Hydrotalcite under Alkali-Free Conditions 无碱条件下钌负载重组镁铝水滑石对5-羟甲基糠醛的选择性氧化
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702255
Sai Wang, Ji Ma, Suzhen Cao, Ying Bian, Jiaqi Lin, Shuang Zhang

Magnesium-aluminum hydrotalcite was prepared by the hydrothermal method. By taking advantage of the “memory effect” of hydrotalcite, the calcined hydrotalcite was rehydrated, and simultaneously, ruthenium was impregnated, reduced, and supported to obtain the catalyst Ru/MgAl-RLDH. The specific surface area of the original hydrotalcite MgAl-LDH was 5.1 m2/g, while that of the reconstructed Ru4/MgAl-RLDH increased to 55.3 m2/g. The total basicity of the surface of the original hydrotalcite MgAl-LDH catalyst was 0.31 mmol/g, and all of them were weak basic sites. The total basicity of the surface of the reconstructed hydrotalcite Ru4/MgAl-RLDH catalyst was 0.45 mmol/g, and it had more abundant basic sites, including weak basic sites and moderately strong basic sites. The basic sites of the reconstructed hydrotalcite could be systematically adjusted by changing the calcination temperature during the reconstruction process. When the calcination temperature was 400°C and the ruthenium loading was 4 wt %, the Ru4/MgAl-RLDH catalyst prepared showed the highest activity. Under the optimal reaction conditions (110°C, 11 h, 1 MPa O2, and a catalyst dosage of 0.08 g), the conversion rate of HMF reached 100%, and the yield of FDCA was 80.9%. Thermogravimetric analysis confirmed that the reconstructed hydrotalcite Ru4/MgAl-RLDH had better thermal stability than the original Ru4/MgAl-LDH.

采用水热法制备镁铝水滑石。利用水滑石的“记忆效应”,将煅烧后的水滑石再水化,同时对钌进行浸渍、还原、负载,得到Ru/MgAl-RLDH催化剂。原始水滑石MgAl-LDH的比表面积为5.1 m2/g,而重构的Ru4/MgAl-RLDH的比表面积增加到55.3 m2/g。原水滑石MgAl-LDH催化剂表面的总碱度为0.31 mmol/g,均为弱碱性位点。重构水滑石Ru4/MgAl-RLDH催化剂表面的总碱度为0.45 mmol/g,具有较丰富的碱性位点,包括弱碱性位点和中等强碱性位点。在重构过程中,通过改变煅烧温度,可以系统地调整重构水滑石的基位。当煅烧温度为400℃,钌负荷量为4 wt %时,制备的Ru4/MgAl-RLDH催化剂活性最高。在最佳反应条件(110℃,11 h, 1 MPa O2,催化剂用量0.08 g)下,HMF的转化率达到100%,FDCA收率为80.9%。热重分析证实,重构水滑石Ru4/MgAl-RLDH的热稳定性优于原Ru4/MgAl-LDH。
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引用次数: 0
In-situ Growth of NiCo-MOF/MWCNT@NF Electrodes for High-Performance Hybrid Supercapacitors 高性能混合超级电容器NiCo-MOF/MWCNT@NF电极的原位生长
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702280
Guangtao Gao, Zichao Jiang, Kaiyue Ma, Qizhi Chen, Huijun Liu

Metal-organic frameworks (MOFs) are widely used as electrode materials due to their porous structure. However, their low conductivity often limits their further development. To overcome the issue, NiCo bimetallic organic framework (NiCo-MOF) and Multiwall carbon nanotube (MWCNT) were attached to Nickel foam (NF) surface without any binder by a simple one-step hydrothermal synthesis, resulting in electrodes with a regular linear layered structure. The structure promoted the electron/ion conduction and exposed more redox active sites, significantly improving electrochemical performance. The electrode prepared with Ni : Co = 1 : 2 and 2% MWCNT exhibited an areal specific capacitance of 5.94 C at 5 mA cm–2 and the capacity retention rate of 83.1% after 5000 cycles at 15 mA cm–2. The areal-specific capacitance of the modified electrode material increased by nearly 7 times from 0.87 C to 5.94 C cm–2. Hybrid supercapacitors (HSCs) consisting of the obtained electrodes and activated carbon (AC) had energy density up to 770 mW h cm–2 at a power density of 5.63 W cm–2.

金属有机骨架(MOFs)由于其多孔结构而被广泛用作电极材料。然而,它们的低电导率往往限制了它们的进一步发展。为了解决这一问题,采用简单的一步水热合成方法,将NiCo双金属有机骨架(NiCo- mof)和多壁碳纳米管(MWCNT)不加粘结剂附着在泡沫镍(NF)表面,得到了具有规则线性层状结构的电极。这种结构促进了电子/离子的传导,暴露出更多的氧化还原活性位点,显著提高了电化学性能。用Ni: Co = 1:2和2% MWCNT制备的电极在5 mA cm-2下的面比电容为5.94 C,在15 mA cm-2下循环5000次后的容量保持率为83.1%。改性电极材料的面比电容从0.87 C提高到5.94 C cm-2,提高了近7倍。由电极和活性炭(AC)组成的混合超级电容器(hsc)在5.63 W cm-2的功率密度下,能量密度高达770 mW h cm-2。
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引用次数: 0
Reconstruction of Reversible Reaction Theory from the Perspective of the Second Law of Thermodynamics: Experimental Verification Based on the Definition of Chemical Equilibrium 热力学第二定律视角下可逆反应理论的重构——基于化学平衡定义的实验验证
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702310
Heng Liyuan, Zhang Jinhong, Xu Hui, Lin Haibin, Yao Bixia

Traditional chemical equilibrium theory posits that reversible reactions can achieve bidirectional dynamic equilibrium under identical thermodynamic conditions. However, this assumption fundamentally contradicts the unidirectionality constraint of the second law of thermodynamics (ΔrG). Through theoretical analysis and systematic experiments, this study reveals the inherent logical paradox in the traditional definition of reversible reactions: if both forward and reverse reactions must satisfy the spontaneous condition of ΔrG < 0, they directly violate the second law of thermodynamics. Based on thermodynamic calculations for typical cases such as water electrolysis and calcium carbonate decomposition, as well as unidirectionality evidence from experiments like ethyl acetate saponification and sucrose hydrolysis, this paper confirms that chemical reactions proceed unidirectionally only under specific thermodynamic conditions. The reaction endpoint is determined by reactant depletion or kinetic stagnation, rather than dynamic equilibrium. Isotope tracing technology further validates the unidirectional characteristics at the microscopic level. Accordingly, this study proposes a revised model: the essence of reversible reactions lies in switching reaction directions by altering thermodynamic conditions (e.g., temperature, pressure, concentration), rather than achieving bidirectional dynamic equilibrium under the same conditions. The findings challenge the core assumptions of traditional chemical equilibrium theory and offer a new perspective for the theoretical integration of thermodynamics and reaction kinetics.

传统的化学平衡理论认为,可逆反应在相同的热力学条件下可以实现双向动态平衡。然而,这个假设从根本上违背了热力学第二定律的单向性约束(ΔrG)。本研究通过理论分析和系统实验,揭示了传统可逆反应定义中固有的逻辑悖论:如果正反反应都必须满足自发条件ΔrG <; 0,则直接违反热力学第二定律。本文通过对水电解、碳酸钙分解等典型案例的热力学计算,以及乙酸乙酯皂化、蔗糖水解等实验的单向性证据,证实了化学反应只有在特定的热力学条件下才单向进行。反应终点由反应物耗尽或动力学停滞决定,而不是由动态平衡决定。同位素示踪技术在微观层面进一步验证了单向性特征。因此,本研究提出了一个修正模型:可逆反应的本质是通过改变热力学条件(如温度、压力、浓度)来改变反应方向,而不是在相同条件下实现双向动态平衡。这一发现挑战了传统化学平衡理论的核心假设,为热力学和反应动力学的理论整合提供了新的视角。
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引用次数: 0
A Comparison of Different Approaches to Predicting Gas Chromatographic Retention Indices for Aromatic and Heterocyclic Compounds 芳香族和杂环化合物气相色谱保留指数预测方法的比较
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702267
D. D. Matyushin, A. Yu. Sholokhova

Predicting retention indices is of great importance when improving the reliability of chromatography-mass spectrometry analysis. The main means of predicting was once linear equations, constructed for narrow classes of chemical compounds using molecular descriptors. Universal models based on neural networks trained with large databases, have in recent years acquired great importance. The problem of predicting retention indices by means of quantum chemistry has also been discussed in the literature. The aim of this work was to compare all these approaches using 45 aromatic compounds (mostly nitrogen-containing heterocycles) as an example. It is shown that the AIRI neural network is the most accurate and versatile model. Narrowly focused models based on linear regression and molecular descriptors can achieve almost the same (or even better accuracy) for a narrow class of compounds. The least resource-intensive means of quantum chemistry and molecular dynamics cannot reliably estimate the energy of intermolecular interactions, so predicting retention indices ab initio remains difficult for the foreseeable future.

保留指数的预测对提高色谱-质谱分析的可靠性具有重要意义。预测的主要手段曾经是线性方程,使用分子描述符为狭窄类别的化合物构建。基于大型数据库训练的神经网络的通用模型近年来得到了广泛的重视。文献中还讨论了用量子化学方法预测保留指数的问题。本研究以45种芳香族化合物(主要是含氮杂环化合物)为例,对所有这些方法进行了比较。结果表明,AIRI神经网络是最准确和通用的模型。基于线性回归和分子描述符的窄聚焦模型可以对窄类别的化合物达到几乎相同(甚至更好的精度)。量子化学和分子动力学的资源消耗最少的方法不能可靠地估计分子间相互作用的能量,因此在可预见的未来,从头开始预测保留指数仍然是困难的。
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引用次数: 0
Adsorption of Azo Dye Eriochrome Blue SE on Al/Fe-Silicate Composite Material 偶氮染料Eriochrome Blue SE在Al/ fe -硅酸盐复合材料上的吸附
IF 0.8 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2025-10-28 DOI: 10.1134/S0036024425702243
M. V. Ukhinova, S. Ts. Khankhasaeva, S. V. Badmaeva

An Al/Fe-silicate composite material is obtained by intercalating Al/Fe polyoxo complexes into the structure of montmorillonite clay with subsequent heating at 350°С. The composite material is studied via energy dispersive analysis, X-ray diffraction, SEM, and low-temperature nitrogen adsorption. It is shown that modifying raises the content of Al and Fe, the pore volume, and the specific surface area, relative to the original clay. The kinetics and equilibrium of adsorption of azo dye Eriochrome Blue SE on an Al/Fe composite material is studied for the first time. The adsorption capacity of the composite material with respect to the dye exceeds that of the clay by as much as 500%. It is established that the main physicochemical parameters influencing the adsorption of the dye are the pH of the dye solution, the content of the sorbent, and the initial concentration of the dye. It is found that the adsorption capacity of the material grows from 5.2 to 26.1 mg/g upon raising the initial concentration of the dye from 15 to 200 mg/L. The efficiency of removing the dye grows along with the content of the material and is 85% at 20 g/L. Raising the pH from 4.0 to 6.5 reduces adsorption through a change in the effective charge of the material’s surface. Results from an analysis using different models of adsorption show that the isotherm of the dye’s adsorption on the composite material is consistent with the Langmuir model (R2 = 0.991, Qmax = 36.1 mg/g). A comparison of kinetic data on adsorption and models of pseudo-first order, pseudo-second order, and intraparticle diffusion shows that the kinetics of adsorption is satisfactorily described by pseudo-second order kinetics.

将Al/Fe多氧配合物插入蒙脱土结构中,并在350°С温度下加热,得到Al/Fe-硅酸盐复合材料。通过能量色散分析、x射线衍射、扫描电镜和低温氮吸附对复合材料进行了研究。结果表明,与原始粘土相比,改性提高了铝和铁的含量、孔隙体积和比表面积。本文首次研究了偶氮染料Eriochrome Blue SE在Al/Fe复合材料上的吸附动力学和吸附平衡。复合材料对染料的吸附能力比粘土的吸附能力高出500%。确定了影响染料吸附的主要理化参数是染料溶液的pH值、吸附剂的含量和染料的初始浓度。当染料的初始浓度从15 mg/L增加到200 mg/L时,材料的吸附量从5.2 mg/g增加到26.1 mg/g。去除染料的效率随材料含量的增加而增加,在20 g/L时达到85%。将pH值从4.0提高到6.5,通过改变材料表面的有效电荷来减少吸附。不同吸附模型的分析结果表明,复合材料对染料的吸附等温线符合Langmuir模型(R2 = 0.991, Qmax = 36.1 mg/g)。吸附动力学数据与拟一级、拟二级和颗粒内扩散模型的比较表明,吸附动力学可以用拟二级动力学来描述。
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引用次数: 0
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Russian Journal of Physical Chemistry A
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